--- license: apache-2.0 metrics: - accuracy - f1 --- Detects cat breed (from the list of 48 common breeds) with about 42% accuracy based on image. See https://www.kaggle.com/code/dima806/cat-breed-image-detection-vit for more details. ![image/png](https://cdn-uploads.huggingface.co/production/uploads/6449300e3adf50d864095b90/S8mZfBPtVIpxtvC4N0Iet.png) ``` Classification report: precision recall f1-score support Abyssinian 0.6695 0.8194 0.7369 764 American Bobtail 0.0000 0.0000 0.0000 751 American Curl 0.6476 0.2674 0.3785 763 American Shorthair 0.1538 0.0053 0.0102 758 Applehead Siamese 0.3804 0.6352 0.4758 751 Balinese 0.4401 0.2748 0.3384 735 Bengal 0.5338 0.6628 0.5914 774 Birman 0.3445 0.7126 0.4645 748 Bombay 0.3130 0.7939 0.4490 757 British Shorthair 0.5778 0.2788 0.3761 746 Burmese 0.7900 0.1062 0.1872 744 Calico 0.4138 0.5040 0.4544 752 Cornish Rex 0.5770 0.8724 0.6946 760 Devon Rex 0.6325 0.1400 0.2293 750 Dilute Calico 0.4874 0.3809 0.4276 764 Dilute Tortoiseshell 0.4706 0.5569 0.5101 747 Domestic Long Hair 0.2756 0.0573 0.0948 751 Domestic Medium Hair 0.2222 0.0083 0.0159 727 Domestic Short Hair 0.4364 0.0331 0.0616 724 Egyptian Mau 0.4499 0.6483 0.5312 762 Exotic Shorthair 0.6463 0.1932 0.2975 766 Extra-Toes Cat - Hemingway Polydactyl 0.0000 0.0000 0.0000 767 Havana 0.5574 0.8159 0.6623 744 Himalayan 0.4895 0.4035 0.4423 751 Japanese Bobtail 0.3696 0.0232 0.0436 734 Maine Coon 0.2547 0.4705 0.3305 746 Manx 0.0909 0.0026 0.0051 761 Munchkin 0.0000 0.0000 0.0000 740 Nebelung 0.5827 0.8733 0.6990 734 Norwegian Forest 0.3382 0.4176 0.3737 728 Oriental Short Hair 0.0000 0.0000 0.0000 768 Persian 0.5009 0.7458 0.5993 720 Ragamuffin 0.4331 0.0903 0.1495 753 Ragdoll 0.2976 0.1992 0.2387 753 Russian Blue 0.5080 0.8930 0.6476 748 Scottish Fold 0.4696 0.6124 0.5316 756 Siamese 0.4275 0.1456 0.2173 769 Siberian 0.3360 0.1676 0.2236 740 Snowshoe 0.5025 0.6553 0.5688 760 Sphynx 0.8606 0.9621 0.9085 738 Tabby 0.1689 0.1920 0.1797 729 Tiger 0.1826 0.5673 0.2763 728 Tonkinese 0.3975 0.5689 0.4680 733 Torbie 0.3925 0.4453 0.4172 750 Tortoiseshell 0.4965 0.8102 0.6157 785 Turkish Angora 0.4333 0.5483 0.4840 746 Turkish Van 0.2704 0.6876 0.3882 765 Tuxedo 0.3259 0.8684 0.4740 760 accuracy 0.4196 36000 macro avg 0.3989 0.4191 0.3598 36000 weighted avg 0.3990 0.4196 0.3602 36000 ```